How to Mine Information from Each Instance to Extract an Abbreviated and Credible Logical Rule

Decision trees are particularly promising in symbolic representation and reasoning due to their comprehensible nature, which resembles the hierarchical process of human decision making. However, their drawbacks, caused by the single-tree structure,cannot be ignored. A rigid decision path may cau...

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Bibliographic Details
Main Authors: Limin Wang, Minghui Sun, Chunhong Cao
Format: Article
Language:English
Published: MDPI AG 2014-10-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/16/10/5242